{"id":"W2761025270","doi":"10.1136/bmjopen-2017-017678","title":"Prevalence of positive coeliac disease serology and HLA risk genotypes in a multiethnic population of adults in Canada: a cross-sectional study","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Institute of Nutrition, Metabolism and Diabetes; International Nut and Dried Fruit Council; Alpro Foundation; University of Toronto; Canadian Society of Endocrinology and Metabolism; Canadian Diabetes Association; Danish Cancer Society Research Center; Saskatchewan Pulse Growers; Canola Council of Canada; Agriculture and Agri-Food Canada; Canadian Institutes of Health Research; Almond Board of California; Danone; California Strawberry Commission; Abbott Laboratories; U.S. Department of Agriculture; Loblaw Companies Limited; Peanut Institute; PepsiCo","keywords":"Medicine; Serology; Genotype; Population; Cross-sectional study; Human leukocyte antigen; Immunology; Epidemiology; Coeliac disease; Disease; Internal medicine; Demography; Antibody; Environmental health; Antigen; Pathology; Genetics; Biology; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003743921,0.0002666871,0.0003532809,0.0007238918,0.001876729,0.0007897418,0.0005550544,0.0003880223,0.001296801],"category_scores_gemma":[0.0008487416,0.0003292905,0.0003153512,0.001919844,0.000537801,0.000276922,0.0005396067,0.0004238484,0.0001802298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006089083,"about_ca_system_score_gemma":0.005414519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9615733,"about_ca_topic_score_gemma":0.9649634,"domain_scores_codex":[0.9994692,0.00003975545,0.00003690894,0.0001128904,0.0002083136,0.000132919],"domain_scores_gemma":[0.9991398,0.00004844331,0.0001779751,0.00003113563,0.0003314904,0.0002711489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002633508,0.00001708223,0.9984433,0.00001213372,0.00002670521,0.00004741603,0.0003717571,0.00001828781,0.0001445582,0.0000101982,0.0001223528,0.0007599826],"study_design_scores_gemma":[0.000002880513,0.00001902241,0.999196,0.000007385155,0.00001145949,0.00005634704,0.000500774,0.00006600477,0.00001949121,0.00000366311,0.0001141871,0.00000272314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982988,0.0001829297,0.00004442086,0.000054543,0.00000259665,0.00002096067,0.000858691,0.000003847604,0.0005331411],"genre_scores_gemma":[0.9990305,0.0001627281,0.00008701921,0.00004597071,0.000002458898,0.000008547452,0.000455229,0.000001334391,0.0002062625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0384267,"threshold_uncertainty_score":0.07730597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04859286310690889,"score_gpt":0.4250983224119596,"score_spread":0.3765054593050507,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}